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Learn and Master Data Science from Scratch with Python
Learn Data Science from Scratch with Python
I am a graduate of the University of Westminster, where I began my journey into data science and machine learning through hands-on data analysis for physical and mathematical models. With over 16 years of experience teaching computer science and programming, I have developed a comprehensive approach to teaching data science that emphasizes practical application and project-based learning.
My lessons are tailored to suit both complete beginners and those who wish to deepen their understanding of data science and machine learning. Each session is designed to help you not just learn, but apply data science concepts effectively to real-world projects.
What I Offer:
Project-based learning: Engage in practical projects that will enhance your understanding of machine learning and data science. Examples of projects include:
- Predictive Modeling: Create a model to predict house prices, stock market trends, or sales forecasts using regression techniques.
- Data Classification: Build a spam email classifier, sentiment analysis tool, or an image recognition application.
- Clustering Algorithms: Apply clustering techniques to segment customer data for targeted marketing or identify groups within a dataset.
- Time Series Analysis: Forecast future trends using time series data, such as weather patterns or economic indicators.
- Recommendation Systems: Develop a movie or product recommendation engine using collaborative filtering techniques.
Customized lessons: Each lesson is tailored to your current skill level and goals. Whether you are starting from scratch or looking to fine-tune your expertise in Python, TensorFlow, scikit-learn, or other machine learning libraries, I adjust the content to match your needs.
Comprehensive ML pipeline training: Gain an in-depth understanding of the complete data science pipeline, including data collection, cleaning, feature engineering, model training, evaluation, and deployment.
Portfolio and project support: Receive guidance on developing projects that showcase your skills, whether for your personal portfolio or as part of a bootcamp assignment. I will help you ensure your projects are both functional and impactful.
Pre-class materials and homework: Access study materials prior to each session and complete follow-up assignments to consolidate what you’ve learned and apply it independently.
Flexible online lessons: Learn from the comfort of your home with lessons that fit your schedule.
My teaching approach focuses on fostering critical thinking and problem-solving skills that are essential for a successful career in data science. I have collaborated with companies, start-ups, and educational institutions, bringing practical, hands-on knowledge to students and professionals looking to excel in the field.
If you are ready to build a strong foundation in data science and gain the practical experience needed to excel in real-world scenarios, contact me to discuss your learning path and project ideas.
I am a graduate of the University of Westminster, where I began my journey into data science and machine learning through hands-on data analysis for physical and mathematical models. With over 16 years of experience teaching computer science and programming, I have developed a comprehensive approach to teaching data science that emphasizes practical application and project-based learning.
My lessons are tailored to suit both complete beginners and those who wish to deepen their understanding of data science and machine learning. Each session is designed to help you not just learn, but apply data science concepts effectively to real-world projects.
What I Offer:
Project-based learning: Engage in practical projects that will enhance your understanding of machine learning and data science. Examples of projects include:
- Predictive Modeling: Create a model to predict house prices, stock market trends, or sales forecasts using regression techniques.
- Data Classification: Build a spam email classifier, sentiment analysis tool, or an image recognition application.
- Clustering Algorithms: Apply clustering techniques to segment customer data for targeted marketing or identify groups within a dataset.
- Time Series Analysis: Forecast future trends using time series data, such as weather patterns or economic indicators.
- Recommendation Systems: Develop a movie or product recommendation engine using collaborative filtering techniques.
Customized lessons: Each lesson is tailored to your current skill level and goals. Whether you are starting from scratch or looking to fine-tune your expertise in Python, TensorFlow, scikit-learn, or other machine learning libraries, I adjust the content to match your needs.
Comprehensive ML pipeline training: Gain an in-depth understanding of the complete data science pipeline, including data collection, cleaning, feature engineering, model training, evaluation, and deployment.
Portfolio and project support: Receive guidance on developing projects that showcase your skills, whether for your personal portfolio or as part of a bootcamp assignment. I will help you ensure your projects are both functional and impactful.
Pre-class materials and homework: Access study materials prior to each session and complete follow-up assignments to consolidate what you’ve learned and apply it independently.
Flexible online lessons: Learn from the comfort of your home with lessons that fit your schedule.
My teaching approach focuses on fostering critical thinking and problem-solving skills that are essential for a successful career in data science. I have collaborated with companies, start-ups, and educational institutions, bringing practical, hands-on knowledge to students and professionals looking to excel in the field.
If you are ready to build a strong foundation in data science and gain the practical experience needed to excel in real-world scenarios, contact me to discuss your learning path and project ideas.
Location
Online via webcam
At teacher's location: Lash Artistry & Beauty, Halletts Way, Bacchus Marsh VIC 3340, Australia
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Use ctrl + wheel to zoom!
General info
Skills:
| Age: | Children (7-12 years old) Teenagers (13-17 years old) Adults (18-64 years old) Seniors (65+ years old) |
|---|---|
| Student level: | Beginner Intermediate Advanced |
| Duration: | 45 minutes 60 minutes 90 minutes 120 minutes |
| The class is taught in: | English, Polish, French |
About Me
I am a graduate of the University of Westminster, since then working as a freelancer in Data Management, Machine Learning and Online Security. I believe only creating secure and reliable applications can lead to success in your projects.My passion naturally led me to applying mathematical and physical principles to real-world problems through data science, machine learning, and programming projects.
With over 16 years of teaching experience, I have worked with students of all ages, helping them unlock their potential in subjects ranging from mathematics and physics to computer science and programming. My tutoring is project-based, meaning that I help students learn by doing – whether it’s building a Python application, exploring databases, or tackling complex mathematical concepts.
I’m committed to helping my students understand not just the "how," but also the "why" behind the concepts they are learning. I tailor each lesson to the student's learning style, ensuring a clear and engaging experience. My goal is to foster a love of learning, problem-solving, and critical thinking in every student I teach.
Education
Python for Data Science Certificate from MiTPython in Cybersecurity Certificate from MiT
Web Applications with JavaScript Certificate from MiT
Westminster University
London, United Kingdom
Masters Degree
Experience / Qualifications
18 years of experiencePython for Data Science
Python in Cybersecurity
Web Applications
Django
Flask
SQL
noSQL
Node.js
Pandas
Numpy
As a graduate of the University of Westminster, I began my programming journey by applying my skills to data management and analysis in various projects. Over the past 16 years, I have been providing private lessons in computer science, with a strong focus on teaching databases to students and professionals alike.
Whether you're a beginner learning about SQL or a more advanced learner seeking to optimize database performance, I offer tailored lessons designed to help you understand and apply database concepts in real-world scenarios.
What I Offer:
Learn databases through hands-on projects: You'll develop a deep understanding of relational databases (SQL), non-relational databases (NoSQL), and data modeling by working on real-world projects.
Customized lessons: Each lesson is adapted to your learning style and current level, whether you’re just starting or need to refine your skills.
Portfolio and project support: Need help building a database project for your portfolio or finalizing a boot camp assignment? I provide guidance to ensure your project is both functional and impressive.
Database optimization: Learn how to optimize queries, structure your data efficiently, and improve database performance.
Study materials and exercises: Before each session, you'll receive all necessary materials to prepare for the next lesson, followed by homework assignments to reinforce the concepts covered.
Flexible online lessons: Access lessons from anywhere, on a schedule that suits you.
I currently work as a freelancer with companies, start-ups, and schools, offering online lessons and project support in database management.
Ready to Dive into Databases?
If you're interested in mastering databases through practical, real-world projects, or if you have any questions, don't hesitate to reach out. Let's build your database skills together!
This ad emphasizes practical learning in databases, tailored for students and professionals looking to enhance their skills through real-world projects. Let me know if you'd like any further refinements!
I am a freelancer who graduated from the University of Westminster, where I began my journey into programming. During my studies, I started applying programming skills to solve physical and mathematical problems. Since then, I’ve developed a passion for continuous learning and have expanded my expertise in data implementation and software development.
For the past 16 years, I have been offering private programming lessons, helping students of all ages and backgrounds, from beginners to advanced learners. Whether you're a student looking to build a project portfolio, prepare for an exam, or a professional aiming to learn Python through practical applications, I can help you reach your goals.
What I Offer:
Learn Python by building projects: From the basics to more advanced concepts, you will learn programming through hands-on experience, working on real-world projects that solidify your understanding.
Customized lessons: I tailor each lesson to your learning style and needs, whether you're just starting out or looking to deepen your skills.
Project support: Whether you're working on a portfolio, completing a boot camp project, or preparing for an exam, I offer guidance and assistance to help you succeed.
Step-by-step approach: Before each lesson, you'll receive study materials and exercises designed to help you grasp the concepts we’ll cover. Afterward, you'll receive homework to reinforce what you've learned.
Flexible online lessons: Learn from the comfort of your home with flexible scheduling.
I currently work as a freelancer, collaborating with companies, startups, and schools to deliver online programming classes.
If you’re eager to learn Python in a practical, engaging way, or if you have any questions, feel free to send me a message - I will surely reply.
Thank you,
Alex
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Availability of a typical week
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from 20€At teacher's location
from 20€Online via webcam
100% Satisfaction Guarantee
Good-fit Instructor Guarantee
If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
Online reputation
- Instructor since October 2024
- Phone number verified
- Google connected
Availability of a typical week
(GMT -04:00) New York
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from 20€At teacher's location
from 20€Online via webcam
Good-fit Instructor Guarantee
If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
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